GitNova

GitHub seismograph — discoveries and growing interest

google-research/kauldron

Language modelsPython#deep-learning#jax#python
Total stars
337
Today
+5since 16:13 UTC
Open on GitHub My finds →
More actions

Modular, scalable library to train ML models

Save to My finds to follow releases and star growth. Saved in this browser.

About the project

A modular Google Research library for training ML models on JAX, focused on research velocity and flexible configuration.

Useful for
  • Assemble a training pipeline from any dataset, flax model, and optimizer
  • Set up a sweep over model architectures and layer parameters via configs
  • Prototype training in Colab with runtime shape checking

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →

1.5 Steady Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 27, 2026, 18:17 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

025July 30, 2026October 27, 2026

Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.

Why it’s trending

  • Star-counter measurements on 2026-10-27 (UTC), 16:13–18:11: 332 → 337 stars (+5). This is the change over that interval.
  • Estimated end-of-day forecast: about +6 stars, using observed gains and the previous day.
  • Hacker News: “Kauldron: Modular, scalable library to train ML models” — 20 points, 1 day ago.

Measured growth: the last 7 completed days

New stars over 7 days: 5. 0% versus the preceding 7 days.

Daily measurements · UTC
October 20, 2026
1
October 21, 2026
1
October 22, 2026
0
October 23, 2026
1
October 24, 2026
0
October 25, 2026
2
October 26, 2026
0

Largest measured day in the last 30 days: 2 · October 3, 2026. Days with data: 30.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 27, 2026, 18:17 UTC. Sources and measurement limits →

Three GitHub discoveries in each edition

What they do, why they are gaining interest, and what to check before using them.

Editions at 10:00, 16:00, 22:00 MSK.

Share on X Telegram

Numbers

Total stars
337
Today
+5 stars measured 2026-10-27, 16:13–18:11 UTC, ≈ 6 by evening
Forks
36
Issues and pull requests
1,572
Watchers
5
Language
Python
License
Apache-2.0
Latest release
v1.4.4 · June 10, 2026
Created
June 19, 2023
Last push
October 27, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Hacker News discussions
Spotted in
README badge

Paste it into your README — the badge shows the current magnitude and links to this page.

GitNova: 1.5
[![GitNova](https://gitnova.dev/badge/google-research/kauldron.svg?lang=en)](https://gitnova.dev/en/r/google-research/kauldron)